云计算促进全球医疗保健临床试验中的数据存储、协作和分析。

IF 1 Q4 PHARMACOLOGY & PHARMACY
Virendra S Gomase, Arjun P Ghatule, Rupali Sharma, Satish Sardana, Suchita P Dhamane
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引用次数: 0

摘要

导论:医疗保健数据管理,特别是临床试验中的数据管理,已经被云计算彻底改变了。它通过提供可扩展、安全且经济实惠的解决方案,使存储数据、实时协作和跨国际研究网络执行高级分析变得更加容易。本文探讨了云计算如何彻底改变临床试验,解决包括数据集成、可访问性和法规遵从性在内的问题。材料和方法:评估的关键因素包括支持云平台的分析工具、协作特性和数据存储容量。为了确保敏感医疗保健数据的安全管理,强调遵守GDPR和HIPAA等法律。结果:云系统使多中心试验数据的实时更新和集成成为可能,在协作工作流和数据共享方面也显示出显著的收益。高可伸缩性存储选项降低了基础设施费用,同时满足了安全需求。通过机器学习和人工智能驱动的复杂分析工具,可以快速解释复杂的数据集,从而加快决策速度。改进的患者招募策略和灵活的试验设计是值得注意的例子。结论:云计算在国际临床试验中已经变得必不可少,因为它在数据分析、通信和存储方面提供了无与伦比的效率。它是当代医疗保健研究的支柱,因为它有能力保证数据安全和法规遵从性,以及它的创造性分析能力。后续研究应集中于进一步完善云解决方案,以解决新问题,并利用其在临床试验管理中的完整功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cloud Computing Facilitating Data Storage, Collaboration, and Analysis in Global Healthcare Clinical Trials.

Introduction: Healthcare data management, especially in the context of clinical trials, has been completely transformed by cloud computing. It makes it easier to store data, collaborate in real time, and perform advanced analytics across international research networks by providing scalable, secure, and affordable solutions. This paper explores how cloud computing is revolutionizing clinical trials, tackling issues including data integration, accessibility, and regulatory compliance.

Materials and methods: Key factors assessed include cloud platform-enabled analytical tools, collaborative features, and data storage capacity. To ensure the safe management of sensitive healthcare data, adherence to laws like GDPR and HIPAA was emphasized.

Results: Real-time updates and integration of multicenter trial data were made possible by cloud systems, which also showed notable gains in collaborative workflows and data sharing. High scalability storage options reduced infrastructure expenses while upholding security requirements. Rapid interpretation of complicated datasets was made possible by sophisticated analytical tools driven by machine learning and artificial intelligence, which expedited decision-making. Improved patient recruitment tactics and flexible trial designs are noteworthy examples.

Conclusion: Cloud computing has become essential for international clinical trials because it provides unmatched efficiency in data analysis, communication, and storage. It is a pillar of contemporary healthcare research due to its capacity to guarantee data security and regulatory compliance as well as its creative analytical capabilities. Subsequent research ought to concentrate on further refining cloud solutions to tackle new issues and utilizing their complete capabilities in clinical trial administration.

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来源期刊
Reviews on recent clinical trials
Reviews on recent clinical trials PHARMACOLOGY & PHARMACY-
CiteScore
3.10
自引率
5.30%
发文量
44
期刊介绍: Reviews on Recent Clinical Trials publishes frontier reviews on recent clinical trials of major importance. The journal"s aim is to publish the highest quality review articles in the field. Topics covered include: important Phase I – IV clinical trial studies, clinical investigations at all stages of development and therapeutics. The journal is essential reading for all researchers and clinicians involved in drug therapy and clinical trials.
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